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convex surrogate loss

6 papers

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polyhedral surrogate (2) link function (2) convex surrogate (2) polyhedral loss (2) surrogate loss (2) convex calibrated surrogates (1) ranking losses (1) low-rank loss matrices (1) precision at q (1) support vector machine (1)

Papers

An Embedding Framework for the Design and Analysis of Consistent Polyhedral Surrogates JMLR 2024 On the Error Resistance of Hinge-Loss Minimization NeurIPS 2020 An Embedding Framework for Consistent Polyhedral Surrogates NeurIPS 2019 Fast Stochastic AUC Maximization with $O(1/n)$-Convergence Rate ICML 2018 Sparse Concordance-assisted Learning for Optimal Treatment Decision JMLR 2018 Convex Calibrated Surrogates for Low-Rank Loss Matrices with Applications to Subset Ranking Losses NeurIPS 2013